Julius Keyl | IKIM MMLhttps://mml.kite.ume.de/authors/julius-keyl/Julius KeylHugoBlox Kit (https://hugoblox.com)en-usWed, 01 Jul 2026 00:00:00 +0000https://mml.kite.ume.de/media/authors/julius-keyl_hu_10a705d09fda114d.jpegJulius Keylhttps://mml.kite.ume.de/authors/julius-keyl/Large language models enable prognostic stratification of cancer patients using real-world clinical noteshttps://mml.kite.ume.de/publications/kiermeyer-large-2026/Wed, 01 Jul 2026 00:00:00 +0000https://mml.kite.ume.de/publications/kiermeyer-large-2026/Umsetzung der Leitlinienempfehlungen einer organprotektiven Therapie bei Menschen mit Typ-2-Diabetes und Herz-Kreislauf-Erkrankungen, Herzinsuffizienz oder Nierenerkrankungen: Erkenntnisse aus der Praxis einer deutschen Universitätsklinikhttps://mml.kite.ume.de/publications/suliman-umsetzung-2026/Fri, 01 May 2026 00:00:00 +0000https://mml.kite.ume.de/publications/suliman-umsetzung-2026/CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation Modelshttps://mml.kite.ume.de/publications/horst-cellvit-2025/Wed, 01 Apr 2026 00:00:00 +0000https://mml.kite.ume.de/publications/horst-cellvit-2025/Explainable AI Predicts Hematoxicity from Cancer Treatment Using Multimodal Real-World Datahttps://mml.kite.ume.de/publications/keyl-explainable-2026/Wed, 01 Apr 2026 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-explainable-2026/Automated Tumor International Classification of Diseases Coding of Real-World Pathology Reports Using Self-Hosted Large Language Modelshttps://mml.kite.ume.de/publications/arzideh-automated-2026/Sun, 01 Mar 2026 00:00:00 +0000https://mml.kite.ume.de/publications/arzideh-automated-2026/Deep Learning-derived Sarcopenia Marker Predicts Benefit from Anti-EGFR Therapy in Patients with RAS Wild-Type Metastatic Colorectal Cancerhttps://mml.kite.ume.de/publications/keyl-deep-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-deep-2026/Implementation of guideline-recommended organ-protective therapy in people with type 2 diabetes and cardiovascular disease, heart failure, or kidney disease: real-world evidence from a German University Hospitalhttps://mml.kite.ume.de/publications/suliman-implementation-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/suliman-implementation-2026/Improving Medical Visual Instruction Tuning with Labeled Datasetshttps://mml.kite.ume.de/publications/dada-improving-2026/Thu, 01 Jan 2026 00:00:00 +0000https://mml.kite.ume.de/publications/dada-improving-2026/Automated CT-based sarcopenia assessment for risk stratification of patients undergoing colorectal cancer resectionhttps://mml.kite.ume.de/publications/vogelsang-automated-2025/Sat, 01 Nov 2025 00:00:00 +0000https://mml.kite.ume.de/publications/vogelsang-automated-2025/Leveraging Sarcopenia index by automated CT body composition analysis for pan cancer prognostic stratificationhttps://mml.kite.ume.de/publications/borys-leveraging-2025/Wed, 01 Oct 2025 00:00:00 +0000https://mml.kite.ume.de/publications/borys-leveraging-2025/Characterizing and Predicting End-of-Life Patient Trajectories Using Routine Clinical Datahttps://mml.kite.ume.de/publications/bosserhoff-characterizing-2025/Fri, 01 Aug 2025 00:00:00 +0000https://mml.kite.ume.de/publications/bosserhoff-characterizing-2025/Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligencehttps://mml.kite.ume.de/publications/keyl-decoding-2025/Sat, 01 Feb 2025 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-decoding-2025/MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Visionhttps://mml.kite.ume.de/publications/li-medshapenet-2023/Sat, 01 Feb 2025 00:00:00 +0000https://mml.kite.ume.de/publications/li-medshapenet-2023/ABO-Blood Group Associates With Survival Outcomes in Patients With Metastatic Non-Small Cell Lung Cancer Treated With Pembrolizumab Monotherapyhttps://mml.kite.ume.de/publications/certa-abo-blood-2025/Wed, 01 Jan 2025 00:00:00 +0000https://mml.kite.ume.de/publications/certa-abo-blood-2025/Establishing Medical Intelligence - Leveraging FHIR to Improve Clinical Management: a retrospective cohort and clinical implementation studyhttps://mml.kite.ume.de/publications/brehmer-establishing-2024/Thu, 01 Aug 2024 00:00:00 +0000https://mml.kite.ume.de/publications/brehmer-establishing-2024/Prognostic value of deep learning-derived body composition in advanced pancreatic cancer—a retrospective multicenter studyhttps://mml.kite.ume.de/publications/keyl-prognostic-2024/Mon, 01 Jan 2024 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-prognostic-2024/1294 External validation of machine learning models to predict efficacy and toxicity of immune checkpoint inhibitors using real-world pan cancer cohortshttps://mml.kite.ume.de/publications/kiss-1294-2023/Wed, 01 Nov 2023 00:00:00 +0000https://mml.kite.ume.de/publications/kiss-1294-2023/Decoding pan-cancer treatment outcomes using multimodal real-world data and explainable artificial intelligencehttps://mml.kite.ume.de/publications/keyl-decoding-2023/Sun, 01 Oct 2023 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-decoding-2023/CellViT: Vision Transformers for Precise Cell Segmentation and Classificationhttps://mml.kite.ume.de/publications/horst-cellvit-2023/Thu, 01 Jun 2023 00:00:00 +0000https://mml.kite.ume.de/publications/horst-cellvit-2023/Establishing Medical Intelligence - Leveraging FHIR to Improve Clinical Managementhttps://mml.kite.ume.de/publications/brehmer-establishing-2023/Thu, 01 Jun 2023 00:00:00 +0000https://mml.kite.ume.de/publications/brehmer-establishing-2023/Valuing vicinity: Memory attention framework for context-based semantic segmentation in histopathologyhttps://mml.kite.ume.de/publications/ester-valuing-2023/Mon, 01 May 2023 00:00:00 +0000https://mml.kite.ume.de/publications/ester-valuing-2023/Deep learning-based assessment of body composition and liver tumor burden for survival modeling in advanced colorectal cancerhttps://mml.kite.ume.de/publications/keyl-deep-2022/Fri, 25 Nov 2022 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-deep-2022/Multimodal survival prediction in advanced pancreatic cancer using machine learninghttps://mml.kite.ume.de/publications/keyl-multimodal-2022/Sat, 01 Oct 2022 00:00:00 +0000https://mml.kite.ume.de/publications/keyl-multimodal-2022/Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathologyhttps://mml.kite.ume.de/publications/ester-valuing-2022/Sat, 01 Oct 2022 00:00:00 +0000https://mml.kite.ume.de/publications/ester-valuing-2022/Deep Learning–driven classification of external DICOM studies for PACS archivinghttps://mml.kite.ume.de/publications/jonske-deep-2022/Fri, 01 Jul 2022 00:00:00 +0000https://mml.kite.ume.de/publications/jonske-deep-2022/